Run
512342

Run 512342

Task 3616 (Supervised Classification) pm10 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(1)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(1)_seed1
classif.sparseLDA(1)_kindMersenne-Twister
classif.sparseLDA(1)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5128
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0259
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.8234
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.48
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.569
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.52
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.52
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6928
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3858
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.325
UserCPU time millis testing
0.026
UserCPU time millis training
0.299